Medical Instrument Segmentation in 3D US by Hybrid Constrained Semi-Supervised Learning.
Hongxu YangCaifeng ShanArthur BouwmanLukas R. C. DekkerAlexander F. KolenPeter H. N. de WithPublished in: CoRR (2021)
Keyphrases
- semi supervised learning
- semi supervised
- unlabeled data
- labeled data
- semi supervised classification
- segmentation algorithm
- supervised learning
- unsupervised learning
- image segmentation
- label propagation
- manifold regularization
- machine learning
- training data
- co training
- semi supervised learning methods
- transfer learning
- improve the classification accuracy
- graph based semi supervised learning
- labeled and unlabeled data
- learning models
- level set
- active learning
- object segmentation
- segmentation method
- energy function
- medical images
- metric learning
- semi supervised learning algorithms
- learning tasks
- markov random field